Agus Sudjianto - researchr alias

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Viewing Publication 1 - 17 from 17

2024

A Sequential Stein's Method for Faster Training of Additive Index ModelsHengtao Zhang, Zebin Yang 0001, Agus Sudjianto, Aijun Zhang. tnn, 35(10):13941-13950, October 2024. [doi]

2023

Single-Index Model TreeAgus Sudjianto, Zebin Yang 0001, Aijun Zhang. tkde, 35(3):3101-3114, March 2023. [doi]

Linear iterative feature embedding: an ensemble framework for an interpretable modelAgus Sudjianto, Jinwen Qiu, Miaoqi Li, Jie Chen 0054. nca, 35(13):9657-9685, May 2023. [doi]

2021

GAMI-Net: An explainable neural network based on generalized additive models with structured interactionsZebin Yang, Aijun Zhang, Agus Sudjianto. PR, 120:108192, 2021. [doi]

Enhancing Explainability of Neural Networks Through Architecture ConstraintsZebin Yang, Aijun Zhang, Agus Sudjianto. tnn, 32(6):2610-2621, 2021. [doi]

An effective SteinGLM initialization scheme for training multi-layer feedforward sigmoidal neural networksZebin Yang, Hengtao Zhang, Agus Sudjianto, Aijun Zhang. NN, 139:149-157, 2021. [doi]

2016

Modelling credit grade migration in large portfolios using cumulative t-link transition modelsJonathan J. Forster, Matteo Buzzacchi, Agus Sudjianto, Risa Nagao. eor, 254(3):977-984, 2016. [doi]

2010

Statistical Methods for Fighting Financial CrimesAgus Sudjianto, Sheela Nair, Ming Yuan, Aijun Zhang, Daniel A. Kern, Fernando Cela-Díaz. technometrics, 52(1):5-19, 2010. [doi]

2008

Scalable and interactive visual analysis of financial wire transactions for fraud detectionRemco Chang, Alvin Lee, Mohammad Ghoniem, Robert Kosara, William Ribarsky, Jing Yang, Evan A. Suma, Caroline Ziemkiewicz, Daniel Kern, Agus Sudjianto. ivs, 7(1):63-76, 2008. [doi]

2007

WireVis: Visualization of Categorical, Time-Varying Data From Financial TransactionsRemco Chang, Mohammad Ghoniem, Robert Kosara, William Ribarsky, Jing Yang, Evan A. Suma, Caroline Ziemkiewicz, Daniel A. Kern, Agus Sudjianto. ieeevast 2007: 155-162 [doi]

Anomaly Detection in High-Dimensional Financial DatabasesAgus Sudjianto, Fernando Cela Diaz, Aijun Zhang, Ming Yuan. mlmta 2007: 105-112

2005

Analysis of Computer Experiments Using Penalized Likelihood in Gaussian Kriging ModelsRunze Li, Agus Sudjianto. technometrics, 47(2):111-120, 2005. [doi]

2004

Selective Assembly in Manufacturing: Statistical Issues and Optimal Binning StrategiesDavid Mease, Vijayan N. Nair, Agus Sudjianto. technometrics, 46(2):165-175, 2004. [doi]

DiscussionAgus Sudjianto. technometrics, 46(1):23-24, 2004. [doi]

1997

Pattern Recognition And Neural Networks [Book Reviews]Paul Watta, Agus Sudjianto. tnn, 8(3):815-816, 1997. [doi]

1996

Extensions of principal component analysis for nonlinear feature extractionAgus Sudjianto, Mohamad H. Hassoun, Gary S. Wasserman. icnn 1996: 1433-1438 [doi]

1995

Statistical basis of nonlinear hebbian learning and application to clusteringAgus Sudjianto, Mohamad H. Hassoun. NN, 8(5):707-715, 1995. [doi]

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